134 results on '"Andrea Bernini"'
Search Results
2. Phytochemical Composition, Anti-Inflammatory Property, and Anti-Atopic Effect of Chaetomorpha linum Extract
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Luisa Frusciante, Michela Geminiani, Alfonso Trezza, Tommaso Olmastroni, Pierfrancesco Mastroeni, Laura Salvini, Stefania Lamponi, Andrea Bernini, Daniela Grasso, Elena Dreassi, Ottavia Spiga, and Annalisa Santucci
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Chaetomorpha linum ,macroalgae ,UPLC-MS/MS ,inflammation ,RAW 264.7 ,HaCaT ,Biology (General) ,QH301-705.5 - Abstract
Utilizing plant-based resources, particularly their by-products, aligns with sustainability principles and circular bioeconomy, contributing to environmental preservation. The therapeutic potential of plant extracts is garnering increasing interest, and this study aimed to demonstrate promising outcomes from an extract obtained from an underutilized plant waste. Chaetomorpha linum, an invasive macroalga found in the Orbetello Lagoon, thrives in eutrophic conditions, forming persistent mats covering approximately 400 hectares since 2005. The biomass of C. linum undergoes mechanical harvesting and is treated as waste, requiring significant human efforts and economic resources—A critical concern for municipalities. Despite posing challenges to local ecosystems, the study identified C. linum as a natural source of bioactive metabolites. Phytochemical characterization revealed lipids, amino acids, and other compounds with potential anti-inflammatory activity in C. linum extract. In vitro assays with LPS-stimulated RAW 264.7 and TNF-α/IFN-γ-stimulated HaCaT cells showed the extract inhibited reactive oxygen species (ROS), nitric oxide (NO), and prostaglandin E2 (PGE2) productions, and reduced inducible nitric oxide synthase (iNOS) and cyclooxygenase-2 (COX-2) expressions via NF-κB nuclear translocation, in RAW 264.7 cells. It also reduced chemokines (TARC/CCL17, RANTES/CCL5, MCP-1/CCL2, and IL-8) and the cytokine IL-1β production in HaCaT cells, suggesting potential as a therapeutic candidate for chronic diseases like atopic dermatitis. Finally, in silico studies indicated palmitic acid as a significant contributor to the observed effect. This research not only uncovered the untapped potential of C. linum but also laid the foundation for its integration into the circular bioeconomy, promoting sustainable practices, and innovative applications across various industries.
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- 2024
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3. Sarcopenia prevalence and association with nutritional status in cohort of elderly patients affected by musculoskeletal concerns: a real-life analysis
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Maria Chiara Maccarone, Daniele Coraci, Andrea Bernini, Nicola Sarandria, Marta Rossella Valente, Anna Chiara Frigo, Yannis Dionyssiotis, and Stefano Masiero
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early diagnosis ,frailty ,sarcopenic obesity ,rehabilitation ,frailty prevention ,adult ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
IntroductionThe progressive loss of skeletal muscle mass, strength, and function that frequently occurs as people get older is referred to as sarcopenia. Elderly musculoskeletal aging, sarcopenia, and obesity are all intimately connected. Our study’s aim is to investigate the prevalence of sarcopenia in a real cohort of patients over 65 with musculoskeletal conditions referring to a Rehabilitation Unit. The secondary aim of our study is to investigate associations between sarcopenia and alterations in nutritional status and Body Mass Index (BMI). Finally, quality of life and global health has been investigated in our population.Materials and methodsFrom January 2019 to January 2021, 247 patients over 65 years old with musculoskeletal concerns were enrolled and participated in an observational study. As outcome measures, the Mini Nutritional Assessment (MNA), the 12-Item Short Form Health Survey (SF-12), and the Cumulative Illness Rating Scale Severity Index (CIRS-SI) were used. Additionally, measurements of total skeletal muscle mass (SMM) and appendicular muscle mass (ASMM) using bioelectrical impedance analysis, as well as a hand grip strength test of the non-dominant hand were taken. The Mid Upper Arm Circumference (MUAC) and the Calf Circumference (CC) were measured and recorded as further indications of possible sarcopenia.ResultsA percentage of 46.1% of subjects with overt sarcopenia was found and 10.1% showed a severe sarcopenia. Patients with severe sarcopenia showed significantly lower values of BMI and MNA. Additionally, sarcopenic patients showed significantly lower values in MNA when compared to non-sarcopenic patients. Considering SF-12, only the physical score revealed slight significant differences. In particular, patients affected by probable or severe sarcopenia presented a lower value than non-sarcopenic patients. Concerning MUAC and CC, severe sarcopenic patients showed significant lower values for both the body parts.ConclusionOur study considers a cohort of real-life elderly subjects with musculoskeletal concerns and shows that these subjects are highly susceptible to sarcopenia. Therefore, rehabilitation for elderly patients with musculoskeletal concerns requires to be customized and multidisciplinary. Future research should further investigate these aspects in order to enable the early identification of sarcopenia and the formulation of customized rehabilitative programs.
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- 2023
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4. A molecular spectroscopy approach for the investigation of early phase ochronotic pigment development in Alkaptonuria
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Andrea Bernini, Elena Petricci, Andrea Atrei, Maria Camilla Baratto, Fabrizio Manetti, and Annalisa Santucci
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Medicine ,Science - Abstract
Abstract Alkaptonuria (AKU), a rare genetic disorder, is characterized by the accumulation of homogentisic acid (HGA) in organs due to a deficiency in functional levels of the enzyme homogentisate 1,2-dioxygenase (HGD), required for the breakdown of HGA, because of mutations in the HGD gene. Over time, HGA accumulation causes the formation of the ochronotic pigment, a dark deposit that leads to tissue degeneration and organ malfunction. Such behaviour can be observed also in vitro for HGA solutions or HGA-containing biofluids (e.g. urine from AKU patients) upon alkalinisation, although a comparison at the molecular level between the laboratory and the physiological conditions is lacking. Indeed, independently from the conditions, such process is usually explained with the formation of 1,4-benzoquinone acetic acid (BQA) as the product of HGA chemical oxidation, mostly based on structural similarity between HGA and hydroquinone that is known to be oxidized to the corresponding para-benzoquinone. To test such correlation, a comprehensive, comparative investigation on HGA and BQA chemical behaviours was carried out by a combined approach of spectroscopic techniques (UV spectrometry, Nuclear Magnetic Resonance, Electron Paramagnetic Resonance, Dynamic Light Scattering) under acid/base titration both in solution and in biofluids. New insights on the process leading from HGA to ochronotic pigment have been obtained, spotting out the central role of radical species as intermediates not reported so far. Such evidence opens the way for molecular investigation of HGA fate in cells and tissue aiming to find new targets for Alkaptonuria therapy.
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- 2021
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5. Machine learning application for development of a data-driven predictive model able to investigate quality of life scores in a rare disease
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Ottavia Spiga, Vittoria Cicaloni, Cosimo Fiorini, Alfonso Trezza, Anna Visibelli, Lia Millucci, Giulia Bernardini, Andrea Bernini, Barbara Marzocchi, Daniela Braconi, Filippo Prischi, and Annalisa Santucci
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Rare disease ,Alkaptonuria ,Machine learning ,QoL scores ,Precision medicine ,Medicine - Abstract
Abstract Background Alkaptonuria (AKU) is an ultra-rare autosomal recessive disease caused by a mutation in the homogentisate 1,2-dioxygenase (HGD) gene. One of the main obstacles in studying AKU, and other ultra-rare diseases, is the lack of a standardized methodology to assess disease severity or response to treatment. Quality of Life scores (QoL) are a reliable way to monitor patients’ clinical condition and health status. QoL scores allow to monitor the evolution of diseases and assess the suitability of treatments by taking into account patients’ symptoms, general health status and care satisfaction. However, more comprehensive tools to study a complex and multi-systemic disease like AKU are needed. In this study, a Machine Learning (ML) approach was implemented with the aim to perform a prediction of QoL scores based on clinical data deposited in the ApreciseKUre, an AKU- dedicated database. Method Data derived from 129 AKU patients have been firstly examined through a preliminary statistical analysis (Pearson correlation coefficient) to measure the linear correlation between 11 QoL scores. The variable importance in QoL scores prediction of 110 ApreciseKUre biomarkers has been then calculated using XGBoost, with K-nearest neighbours algorithm (k-NN) approach. Due to the limited number of data available, this model has been validated using surrogate data analysis. Results We identified a direct correlation of 6 (age, Serum Amyloid A, Chitotriosidase, Advanced Oxidation Protein Products, S-thiolated proteins and Body Mass Index) out of 110 biomarkers with the QoL health status, in particular with the KOOS (Knee injury and Osteoarthritis Outcome Score) symptoms (Relative Absolute Error (RAE) 0.25). The error distribution of surrogate-model (RAE 0.38) was unequivocally higher than the true-model one (RAE of 0.25), confirming the consistency of our dataset. Our data showed that inflammation, oxidative stress, amyloidosis and lifestyle of patients correlates with the QoL scores for physical status, while no correlation between the biomarkers and patients’ mental health was present (RAE 1.1). Conclusions This proof of principle study for rare diseases confirms the importance of database, allowing data management and analysis, which can be used to predict more effective treatments.
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- 2020
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6. Pharmacogenomics of soft tissue sarcomas: New horizons to understand efficacy and toxicity
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Elisabetta Gambale, Anna Boddi, Adriano Pasqui, Domenico Andrea Campanacci, Guido Scoccianti, Ilaria Palchetti, Andrea Bernini, Lorenzo Antonuzzo, and Serena Pillozzi
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Soft tissue sarcoma ,Cancer pharmacogenetic ,Pharmacogenomics ,Single-nucleotide polymorphisms ,Toxicity ,Biomarker ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Clinical responses to anticancer therapies in advanced soft tissue sarcoma (STS) are unfortunately limited to a small subset of patients. Much of the inter-individual variability in treatment efficacy and risk of toxicities is as result of polymorphisms in genes encoding proteins involved in drug pharmacokinetics and pharmacodynamics. Therefore, the detection of pharmacogenomics (PGx) biomarkers that might predict drug response and toxicity can be useful to explain the genetic basis for the differences in treatment efficacy and toxicity among STS patients. PGx markers are frequently located in transporters, drug-metabolizing enzyme genes, drug targets, or HLA alleles. Along this line, genetic variability harbouring in the germline genome of the patients can influence systemic pharmacokinetics and pharmacodynamics of the treatments, acting as predictive biomarkers for drug-induced toxicity and treatment efficacy. By linking drug activity to the functional complexity of cancer genomes, also systematic pharmacogenomic profiling in cancer cell lines and primary STS samples represents area of active investigation that could eventually lead to enhanced efficacy and offer a powerful biomarker discovery platform to optimize current treatments and improve the knowledge about the individual's drug response in STS patients into the clinical practice.
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- 2022
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7. Chip-Based and Wearable Tools for Isothermal Amplification and Electrochemical Analysis of Nucleic Acids
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Claudia Patiti, Patrick Severin Sfragano, Serena Laschi, Serena Pillozzi, Anna Boddi, Olivia Crociani, Andrea Bernini, and Ilaria Palchetti
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isothermal amplification ,electrochemical platform ,nucleic acids ,wearable sensors ,microfluidics ,cancer ,Biochemistry ,QD415-436 - Abstract
The determination of nucleic acids has become an analytical diagnostic method with many applications in fields such as biomedical sciences, environmental monitoring, forensic identification, and food safety. Among the different methods for nucleic acid analysis, those based on the polymerase chain reaction (PCR) are nowadays considered the gold standards. Isothermal amplification methods are an interesting alternative, especially in the design of chip-based architectures. Biosensing platforms hold great promise for the simple and rapid detection of nucleic acids since they can be embedded in lab-on-a-chip tools to perform nucleic acid extraction, amplification, and detection steps. Electrochemical transduction schemes are particularly interesting in the design of small and portable devices due to miniaturization, low-energy consumption, and multianalyte detection capability. The aim of this review is to summarize the different applications of isothermal amplification methods combined with electrochemical biosensing techniques in the development of lab-on-a-chip tools and wearable sensors. Different isothermal amplification methods are revised, and examples of different applications are discussed. Finally, a discussion on patented devices is also included.
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- 2022
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8. Exome Sequencing in BRCA1-2 Candidate Familias: The Contribution of Other Cancer Susceptibility Genes
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Gabriella Doddato, Floriana Valentino, Annarita Giliberti, Filomena Tiziana Papa, Rossella Tita, Lucia Pia Bruno, Sara Resciniti, Chiara Fallerini, Elisa Benetti, Maria Palmieri, Maria Antonietta Mencarelli, Alessandra Fabbiani, Mirella Bruttini, Alfredo Orrico, Margherita Baldassarri, Francesca Fava, Diego Lopergolo, Caterina Lo Rizzo, Vittoria Lamacchia, Sara Mannucci, Anna Maria Pinto, Aurora Currò, Virginia Mancini, Oncologic Multidisciplinary Team, Azienda Ospedaliera Universitaria Senese, Oncologic Multidisciplinary Team, Azienda Usl Toscana Sud Est, Francesca Mari, Alessandra Renieri, Francesca Ariani, Alessandro Neri, Donato Casella, Andrea Bernini, Stefania Marsili, Roberto Petrioli, Salvatora Tindara Miano, Alessandra Pascucci, Ignazio Martellucci, Monica Crociani, Marta Vannini, Federica Fantozzi, Andrea Stella, Alessia Carmela Tripodi, Angelamaria Giusti, Alfonso Fausto, Lucia Mantovani, and Francesca Belardi
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BRCA1 ,BRCA2 ,cancer susceptibility genes ,HBOC ,ES (Exome Sequencing) ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Hereditary Breast and Ovarian Cancer (HBOC) syndrome is a condition in which the risk of breast and ovarian cancer is higher than in the general population. The prevalent pathogenesis is attributable to inactivating variants of the BRCA1-2 highly penetrant genes, however, other cancer susceptibility genes may also be involved. By Exome Sequencing (ES) we analyzed a series of 200 individuals selected for genetic testing in BRCA1-2 genes according to the updated National Comprehensive Cancer Network (NCCN) guidelines. Analysis by MLPA was performed to detect large BRCA1-2 deletions/duplications. Focusing on BRCA1-2 genes, data analysis identified 11 cases with pathogenic variants (4 in BRCA1 and 7 in BRCA1-2) and 12 with uncertain variants (7 in BRCA1 and 5 in BRCA2). Only one case was found with a large BRCA1 deletion. Exome analysis allowed to characterize pathogenic variants in 21 additional genes: 10 genes more traditionally associated to breast and ovarian cancer (ATM, BRIP1, CDH1, PALB2, PTEN, RAD51C, and TP53) (5% diagnostic yield) and 11 in candidate cancer susceptibility genes (DPYD, ERBB3, ERCC2, MUTYH, NQO2, NTHL1, PARK2, RAD54L, and RNASEL). In conclusion, this study allowed a personalized risk assessment and clinical surveillance in an increased number of HBOC families and to broaden the spectrum of causative variants also to candidate “non-canonical” genes.
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- 2021
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9. Near-infrared quantum dots labelled with a tumor selective tetrabranched peptide for in vivo imaging
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Jlenia Brunetti, Giulia Riolo, Mariangela Gentile, Andrea Bernini, Eugenio Paccagnini, Chiara Falciani, Luisa Lozzi, Silvia Scali, Lorenzo Depau, Alessandro Pini, Pietro Lupetti, and Luisa Bracci
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Peptides ,Near-infrared quantum dots ,In vivo imaging ,Biotechnology ,TP248.13-248.65 ,Medical technology ,R855-855.5 - Abstract
Abstract Background Near-infrared quantum dots (NIR QDs) are a new class of fluorescent labels with excellent bioimaging features, such as high fluorescence intensity, good fluorescence stability, sufficient electron density, and strong tissue-penetrating ability. For all such features, NIR QDs have great potential for early cancer diagnosis, in vivo tumor imaging and high resolution electron microscopy studies on cancer cells. Results In the present study we constructed NIR QDs functionalized with the NT4 cancer-selective tetrabranched peptides (NT4-QDs). We observed specific uptake of NT4-QDs in human cancer cells in in vitro experiments and a much higher selective accumulation and retention of targeted QDs at the tumor site, compared to not targeted QDs, in a colon cancer mouse model. Conclusions NIR QDs labelled with the tetrabranched NT4 peptide have very promising performance for selective addressing of tumor cells in vitro and in vivo, proving rising features of NT4-QDs as theranostics.
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- 2018
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10. Treatment of Medial Collateral Ligament Injuries of the Knee with Focused Extracorporeal Shockwave Therapy: A Case Report
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Lucrezia Tognolo, Daniele Coraci, Andrea Bernini, and Stefano Masiero
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focused extracorporeal shock therapy ,ligament injury ,medial collateral ligament ,knee ,ultrasonography ,Technology ,Engineering (General). Civil engineering (General) ,TA1-2040 ,Biology (General) ,QH301-705.5 ,Physics ,QC1-999 ,Chemistry ,QD1-999 - Abstract
Medial collateral ligament (MCL) injuries are the most frequent ligamentous injuries of the knee. Focused extracorporeal shock wave therapy (f-ESWT) is progressively expanding its field of application to many musculoskeletal pathologies. Although there is evidence surrounding the efficacy of f-ESWT in tendinopathies, no studies have described the usefulness of ultrasound (US)-guided f-ESWT in the treatment of ligament injuries. Herein, we report a case of a MCL injury treated with f-ESWT. Moreover, our case shows the importance of using ultrasonography in determining the effect of treatment. A 60-year-old man with a focal area of lesion in the deep fibers underwent 4 weekly sessions of US-guided f-ESWT to the injured ligament area. His pain decreased to a visual analog scale (VAS) of 3 at the end of the treatment and was completely resolved at the 1-month follow-up visit, with these results being maintained at 4-month follow-up. The US examination showed an initial deposition of “newly formed tissue” at the site of previous injury of the proximal MCL insertion, and a reduction in MCL thickness together with an improvement in echostructure. Based on this result, we speculate that non-surgical ligament injuries could be a new indication for f-ESWT. However, further investigation on the effects of f-ESWT for ligament injuries is needed.
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- 2021
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11. ApreciseKUre: an approach of Precision Medicine in a Rare Disease
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Ottavia Spiga, Vittoria Cicaloni, Andrea Bernini, Andrea Zatkova, and Annalisa Santucci
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Alkaptonuria ,Rare disease ,Precision Medicine ,Database ,Data analysis ,Biomarkers ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Abstract Background Alkaptonuria (AKU; OMIM:203500) is a classic Mendelian genetic disorder described by Garrod already in 1902. It causes urine to turn black upon exposure to air and also leads to ochronosis as well as early osteoarthritis. Main body of the abstract Our objective is the implementation of a Precision Medicine (PM) approach to AKU. We present here a novel ApreciseKUre database facilitating the collection, integration and analysis of patient data in order to create an AKU-dedicated “PM Ecosystem” in which genetic, biochemical and clinical resources can be shared among registered researchers. In order to exploit the ApreciseKUre database, we developed an analytic method based on Pearson’s correlation coefficient and P value that generates as refreshable correlation matrix. A complete statistical analysis is obtained by associating every pair of parameters to examine the dependence between multiple variables at the same time. Short conclusions Employing this analytic approach, we showed that some clinically used biomarkers are not suitable as prognostic biomarkers in AKU for a more reliable patients’ clinical monitoring. We believe this database could be a good starting point for the creation of a new clinical management tool in AKU, which will lead to the development of a deeper knowledge network on the disease and will advance its treatment. Moreover, our approach can serve as a personalization model paradigm for other inborn errors of metabolism or rare diseases in general.
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- 2017
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12. Unraveling Heparan Sulfate Proteoglycan Binding Motif for Cancer Cell Selectivity
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Jlenia Brunetti, Giulia Riolo, Lorenzo Depau, Elisabetta Mandarini, Andrea Bernini, Evgenia Karousou, Alberto Passi, Alessandro Pini, Luisa Bracci, and Chiara Falciani
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heparan sulfate proteoglycans ,peptide ,tumor targeting ,sulfatase ,oligosaccharide ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Membrane heparan sulfate proteoglycans (HSPG) regulate cell proliferation, migration, and differentiation and are therefore considered key players in cancer cell development processes. Here, we used the NT4 peptide to investigate how the sulfation pattern of HSPG on cells drives binding specificity. NT4 is a branched peptide that binds the glycosaminoglycan (GAG) chains of HSPG. It has already been shown to inhibit growth factor-induced migration and invasiveness of cancer cells, implying antagonist binding of HSPG. The binding affinity of NT4 with recombinant HSPG showed that NT4 bound glypican-3 and -4 and, with lower affinity, syndecan-4. NT4 binding to the cancer cell membrane was inversely correlated with sulfatase expression. NT4 binding was higher in cell lines with lower expression of SULF-1 and SULF-2, which confirms the determinant role of sulfate groups for recognition by NT4. Using 8-mer and 9-mer heparan sulfate (HS) oligosaccharides with analog disaccharide composition and different sulfation sites, a possible recognition motif was identified that includes repeated 6-O-sulfates alternating with N- and/or 2-O-sulfates. Molecular modeling provided a fully descriptive picture of binding architecture, showing that sulfate groups on opposite sides of the oligosaccharide can interact with positive residues on two peptide sequences of the branched structure, thus favoring multivalent binding and explaining the high affinity and selectivity of NT4 for highly sulfated GAGs. NT4 and possibly newly selected branched peptides will be essential probes for reconstructing and unraveling binding sites for cancer-involved ligands on GAGs and will pave the way for new cancer detection and treatment options.
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- 2019
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13. A global approach for plantar fasciitis with extracorporeal shockwaves treatment
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Federico Giordani, Andrea Bernini, Hannes Müller-Ehrenberg, Carla Stecco, and Stefano Masiero
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Extracorporeal shockwaves treatment (ESWT) ,plantar fasciitis ,fascia ,myofascial impairment ,Medicine ,Human anatomy ,QM1-695 - Abstract
Extracorporeal Shockwaves Treatment is considered an effective therapeutic option for plantar fasciitis, but the standard application in the medial insertion of the plantar fascia on the calcaneus has provided ambiguous evidences. In this case, a 63-year man with plantar fasciitis was treated in a 3-session program and Foot and Ankle Outcome Scale and Foot Functional Index questionnaires were chosen for the clinical outcome evaluation. The therapy was focused on the active trigger or myofascial points of the leg, thigh and pelvis in order to return the correct equilibrium of the myofascial system of the whole limb. The patient has already reported an improvement after the second session (FAOS: 76 vs 33, FFI: 85%) which was confirmed in the third one and in the 1-month follow up (FAOS: 79, FFI: 6%) Results suggest that plantar fasciitis may be due to proximal rigidity or tension of the fascia and a global approach using ESWT may have a similar or better outcome respect to the standard application.
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- 2019
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14. Evading Community Detection via Counterfactual Neighborhood Search.
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Andrea Bernini, Fabrizio Silvestri, and Gabriele Tolomei
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- 2024
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15. NMR studies on structure and dynamics of the monomeric derivative of BS-RNase: new insights for 3D domain swapping.
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Roberta Spadaccini, Carmine Ercole, Maria A Gentile, Domenico Sanfelice, Rolf Boelens, Rainer Wechselberger, Gyula Batta, Andrea Bernini, Neri Niccolai, and Delia Picone
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Medicine ,Science - Abstract
Three-dimensional domain swapping is a common phenomenon in pancreatic-like ribonucleases. In the aggregated state, these proteins acquire new biological functions, including selective cytotoxicity against tumour cells. RNase A is able to dislocate both N- and C-termini, but usually this process requires denaturing conditions. In contrast, bovine seminal ribonuclease (BS-RNase), which is a homo-dimeric protein sharing 80% of sequence identity with RNase A, occurs natively as a mixture of swapped and unswapped isoforms. The presence of two disulfides bridging the subunits, indeed, ensures a dimeric structure also to the unswapped molecule. In vitro, the two BS-RNase isoforms interconvert under physiological conditions. Since the tendency to swap is often related to the instability of the monomeric proteins, in these paper we have analysed in detail the stability in solution of the monomeric derivative of BS-RNase (mBS) by a combination of NMR studies and Molecular Dynamics Simulations. The refinement of NMR structure and relaxation data indicate a close similarity with RNase A, without any evidence of aggregation or partial opening. The high compactness of mBS structure is confirmed also by H/D exchange, urea denaturation, and TEMPOL mapping of the protein surface. The present extensive structural and dynamic investigation of (monomeric) mBS did not show any experimental evidence that could explain the known differences in swapping between BS-RNase and RNase A. Hence, we conclude that the swapping in BS-RNase must be influenced by the distinct features of the dimers, suggesting a prominent role for the interchain disulfide bridges.
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- 2012
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16. Correction: NMR Studies on Structure and Dynamics of the Monomeric Derivative of BS-RNase: New Insights for 3D Domain Swapping.
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Roberta Spadaccini, Carmine Ercole, Maria A. Gentile, Domenico Sanfelice, Rolf Boelens, Rainer Wechselberger, Gyula Batta, Andrea Bernini, Neri Niccolai, and Delia Picone
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Medicine ,Science - Published
- 2012
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17. Contrastive Learning with 3D Shapes.
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Andrea Bernini
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- 2023
18. Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning.
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Andrea Bernini, Fabrizio Silvestri, and Gabriele Tolomei
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- 2023
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19. Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease.
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Ottavia Spiga, Vittoria Cicaloni, Giovanna Maria Dimitri, Francesco Pettini, Daniela Braconi, Andrea Bernini, and Annalisa Santucci
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- 2021
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20. Structure-Function Relationship of Homogentisate 1,2-dioxygenase: Understanding the Genotype-Phenotype Correlations in the Rare Genetic Disease Alkaptonuria
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Annalisa Santucci, Andrea Bernini, and Ottavia Spiga
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Cell Biology ,General Medicine ,Molecular Biology ,Biochemistry - Abstract
Abstract: Alkaptonuria (AKU), a rare genetic disorder, is characterized by the accumulation of homogentisic acid (HGA) in organs, which occurs because the homogentisate 1,2-dioxygenase (HGD) enzyme is not functional due to gene variants. Over time, HGA oxidation and accumulation cause the formation of the ochronotic pigment, a deposit that provokes tissue degeneration and organ malfunction. Here, we report a comprehensive review of the variants so far reported, the structural studies on the molecular consequences of protein stability and interaction, and molecular simulations for pharmacological chaperones as protein rescuers. Moreover, evidence accumulated so far in alkaptonuria research will be re-proposed as the bases for a precision medicine approach in a rare disease.
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- 2023
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21. Process calculi for biological processes.
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Andrea Bernini, Linda Brodo, Pierpaolo Degano, Moreno Falaschi, and Diana Hermith
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- 2018
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22. A new integrated and interactive tool applicable to inborn errors of metabolism: Application to alkaptonuria.
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Ottavia Spiga, Vittoria Cicaloni, Andrea Zatkova, Lia Millucci, Giulia Bernardini 0003, Andrea Bernini, Barbara Marzocchi, Monica Bianchini, Andrea Zugarini, Alberto Rossi, Matteo Zazzeri, Alfonso Trezza, Bruno Frediani, Lakshminarayan Ranganath, Daniela Braconi, and Annalisa Santucci
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- 2018
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23. Toward a generalized computational workflow for exploiting transient pockets as new targets for small molecule stabilizers: Application to the homogentisate 1, 2-dioxygenase mutants at the base of rare disease Alkaptonuria.
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Andrea Bernini, Silvia Galderisi, Ottavia Spiga, Giulia Bernardini 0003, Neri Niccolai, Fabrizio Manetti, and Annalisa Santucci
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- 2017
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24. Race, representation, and local governments in the US South: the effect of the Voting Rights Act
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Andrea Bernini, Giovanni Facchini, and Cecilia Testa
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Local Elections ,Economics and Econometrics ,Public Good Provision ,Minority Rights ,Identity Politics ,Enfranchisement - Abstract
The Voting Rights Act of 1965 redefined race relations in the United States. Yet evidence on its effect on Black office holding remains scant. Using novel data on Black elected officials between 1962 and 1980, we assess the impact of the Voting Rights Act on the racial makeup of local governments in the Deep South. Exploiting predetermined differential exposure of Southern counties to the mandated federal intervention, we show that the latter fostered local Black office holding, particularly in the powerful county commissions, controlling local public finances. In the presence of election by district, covered counties experienced Black representation gains and faster capital spending growth.
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- 2023
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25. Transient pockets as mediators of gas molecules routes inside proteins: The case study of dioxygen pathway in homogentisate 1, 2-dioxygenase and its implication in Alkaptonuria development.
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Andrea Bernini, Silvia Galderisi, Ottavia Spiga, Chukwudi Onyekachi Amarabom, and Annalisa Santucci
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- 2020
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26. AKUImg: A database of cartilage images of Alkaptonuria patients.
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Alberto Rossi, Giorgia Giacomini, Vittoria Cicaloni, Silvia Galderisi, Maria Serena Milella, Andrea Bernini, Lia Millucci, Ottavia Spiga, Monica Bianchini, and Annalisa Santucci
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- 2020
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27. Alteration of the Nucleotide Excision Repair (NER) Pathway in Soft Tissue Sarcoma
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Adriano Pasqui, Anna Boddi, Domenico Andrea Campanacci, Guido Scoccianti, Andrea Bernini, Daniela Grasso, Elisabetta Gambale, Federico Scolari, Ilaria Palchetti, Annarita Palomba, Sara Fancelli, Enrico Caliman, Lorenzo Antonuzzo, and Serena Pillozzi
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nucleotide excision repair (NER) ,soft tissue sarcoma ,ERCC ,SNP ,pharmacogenomic ,DNA Repair ,Organic Chemistry ,Sarcoma ,Soft Tissue Neoplasms ,General Medicine ,Polymorphism, Single Nucleotide ,Catalysis ,Computer Science Applications ,Inorganic Chemistry ,Case-Control Studies ,Humans ,Physical and Theoretical Chemistry ,Neoplasm Recurrence, Local ,Molecular Biology ,Spectroscopy - Abstract
Clinical responses to anticancer therapies in advanced soft tissue sarcoma (STS) are unluckily restricted to a small subgroup of patients. Much of the inter-individual variability in treatment efficacy is as result of polymorphisms in genes encoding proteins involved in drug pharmacokinetics and pharmacodynamics. The nucleotide excision repair (NER) system is the main defense mechanism for repairing DNA damage caused by carcinogens and chemotherapy drugs. Single nucleotide polymorphisms (SNPs) of NER pathway key genes, altering mRNA expression or protein activity, can be significantly associated with response to chemotherapy, toxicities, tumor relapse or risk of developing cancer. In the present study, in a cohort of STS patients, we performed DNA extraction and genotyping by SNP assay, RNA extraction and quantitative real-time reverse transcription PCR (qPCR), a molecular dynamics simulation in order to characterize the NER pathway in STS. We observed a severe deregulation of the NER pathway and we describe for the first time the effect of SNP rs1047768 in the ERCC5 structure, suggesting a role in modulating single-stranded DNA (ssDNA) binding. Our results evidenced, for the first time, the correlation between a specific genotype profile of ERCC genes and proficiency of the NER pathway in STS.
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- 2022
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28. Genetic Analysis of Patients with Congenital Hypogonadotropic Hypogonadism: A Case Series
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Rossella Cannarella, Carmelo Gusmano, Rosita A. Condorelli, Andrea Bernini, Jurgen Kaftalli, Paolo Enrico Maltese, Stefano Paolacci, Astrit Dautaj, Giuseppe Marceddu, Matteo Bertelli, Sandro La Vignera, and Aldo E. Calogero
- Subjects
Inorganic Chemistry ,Organic Chemistry ,General Medicine ,Physical and Theoretical Chemistry ,Molecular Biology ,Spectroscopy ,Catalysis ,Computer Science Applications - Abstract
Congenital hypogonadotropic hypogonadism (cHH)/Kallmann syndrome (KS) is a rare genetic disorder with variable penetrance and a complex inheritance pattern. Consequently, it does not always follow Mendelian laws. More recently, digenic and oligogenic transmission has been recognized in 1.5–15% of cases. We report the results of a clinical and genetic investigation of five unrelated patients with cHH/KS analyzed using a customized gene panel. Patients were diagnosed according to the clinical, hormonal, and radiological criteria of the European Consensus Statement. DNA was analyzed using next-generation sequencing with a customized panel that included 31 genes. When available, first-degree relatives of the probands were also analyzed to assess genotype–phenotype segregation. The consequences of the identified variants on gene function were evaluated by analyzing the conservation of amino acids across species and by using molecular modeling. We found one new pathogenic variant of the CHD7 gene (c.576T>A, p.Tyr1928) and three new variants of unknown significance (VUSs) in IL17RD (c.960G>A, p.Met320Ile), FGF17 (c.208G>A, p.Gly70Arg), and DUSP6 (c.434T>G, p.Leu145Arg). All were present in the heterozygous state. Previously reported heterozygous variants were also found in the PROK2 (c.163del, p.Ile55*), CHD7 (c.c.2750C>T, p.Thr917Met and c.7891C>T, p.Arg2631*), FLRT3 (c.1106C>T, p.Ala369Val), and CCDC103 (c.461A>C, p.His154Pro) genes. Molecular modeling, molecular dynamics, and conservation analyses were performed on three out of the nine variants identified in our patients, namely, FGF17 (p.Gly70Arg), DUSP6 (p.Leu145Arg), and CHD7 p.(Thr917Met). Except for DUSP6, where the L145R variant was shown to disrupt the interaction between β6 and β3, needed for extracellular signal-regulated kinase 2 (ERK2) binding and recognition, no significant changes were identified between the wild-types and mutants of the other proteins. We found a new pathogenic variant of the CHD7 gene. The molecular modeling results suggest that the VUS of the DUSP6 (c.434T>G, p.Leu145Arg) gene may play a role in the pathogenesis of cHH. However, our analysis indicates that it is unlikely that the VUSs for the IL17RD (c.960G>A, p.Met320Ile) and FGF17 (c.208G>A, p.Gly70Arg) genes are involved in the pathogenesis of cHH. Functional studies are needed to confirm this hypothesis.
- Published
- 2023
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29. ProCoCoA: A quantitative approach for analyzing protein core composition.
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Silvia Bottini, Andrea Bernini, Matteo De Chiara, Diego Garlaschelli, Ottavia Spiga, Marco Dioguardi, Elisa Vannuccini, Anna Tramontano, and Neri Niccolai
- Published
- 2013
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30. Long range electromagnetic effects drive protein-protein approaches: an egg of Coulomb
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Neri Niccolai, Edoardo Morandi, Davide Alocci, Alberto Toccafondi, and Andrea Bernini
- Abstract
Living systems cannot rely on random intermolecular approaches inside cell crowding and hidden mechanisms must be present to favor only those molecular interactions which are specifically required by biological functions. Electromagnetic messaging among proteins is here hypothesized upon the observation that charged amino acids are most commonly located in adjacent sequence positions and/or in spatial close proximity. Molecular Dynamics simulations have been used to explore possible effects arising from concerted motions of charged amino acid side chains in two protein model systems. Protein electrodynamics seems to emerge as the framework for understanding long distance protein-ligand interactions.HighlightsProtein surfaces are often occupied by nearby side chains bearing opposite charges;Coulomb interactions determine hindered reorientations of charged side chains;MD simulations suggest time scales and extents of surface charge interactions;concerted motions of electric charges can yield electromagnetic protein signaling.
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- 2022
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31. Untargeted NMR Metabolomics Reveals Alternative Biomarkers and Pathways in Alkaptonuria
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Daniela Grasso, Michela Geminiani, Silvia Galderisi, Gabriella Iacomelli, Luana Peruzzi, Barbara Marzocchi, Annalisa Santucci, and Andrea Bernini
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TCA cycle ,alkaptonuria ,and one-carbon metabolism ,glycine ,nuclear magnetic resonance ,ochronosis ,phenylalanine and tyrosine metabolism ,rare diseases ,serine ,trace amines ,untargeted metabolomics ,Organic Chemistry ,General Medicine ,Catalysis ,Computer Science Applications ,Inorganic Chemistry ,Physical and Theoretical Chemistry ,Molecular Biology ,Spectroscopy - Abstract
Alkaptonuria (AKU) is an ultra-rare metabolic disease caused by the accumulation of homogentisic acid (HGA), an intermediate product of phenylalanine and tyrosine degradation. AKU patients carry variants within the gene coding for homogentisate-1,2-dioxygenase (HGD), which are responsible for reducing the enzyme catalytic activity and the consequent accumulation of HGA and formation of a dark pigment called the ochronotic pigment. In individuals with alkaptonuria, ochronotic pigmentation of connective tissues occurs, leading to inflammation, degeneration, and eventually osteoarthritis. The molecular mechanisms underlying the multisystemic development of the disease severity are still not fully understood and are mostly limited to the metabolic pathway segment involving HGA. In this view, untargeted metabolomics of biofluids in metabolic diseases allows the direct investigation of molecular species involved in pathways alterations and their interplay. Here, we present the untargeted metabolomics study of AKU through the nuclear magnetic resonance of urine from a cohort of Italian patients; the study aims to unravel molecular species and mechanisms underlying the AKU metabolic disorder. Dysregulation of metabolic pathways other than the HGD route and new potential biomarkers beyond homogentisate are suggested, contributing to a more comprehensive molecular signature definition for AKU and the development of future adjuvant treatment.
- Published
- 2022
32. Pharmacological Chaperones and Protein Conformational Diseases: Approaches of Computational Structural Biology
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Daniela Grasso, Silvia Galderisi, Annalisa Santucci, and Andrea Bernini
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Inorganic Chemistry ,Organic Chemistry ,General Medicine ,Physical and Theoretical Chemistry ,Molecular Biology ,Spectroscopy ,Catalysis ,Computer Science Applications - Abstract
Whenever a protein fails to fold into its native structure, a profound detrimental effect is likely to occur, and a disease is often developed. Protein conformational disorders arise when proteins adopt abnormal conformations due to a pathological gene variant that turns into gain/loss of function or improper localization/degradation. Pharmacological chaperones are small molecules restoring the correct folding of a protein suitable for treating conformational diseases. Small molecules like these bind poorly folded proteins similarly to physiological chaperones, bridging non-covalent interactions (hydrogen bonds, electrostatic interactions, and van der Waals contacts) loosened or lost due to mutations. Pharmacological chaperone development involves, among other things, structural biology investigation of the target protein and its misfolding and refolding. Such research can take advantage of computational methods at many stages. Here, we present an up-to-date review of the computational structural biology tools and approaches regarding protein stability evaluation, binding pocket discovery and druggability, drug repurposing, and virtual ligand screening. The tools are presented as organized in an ideal workflow oriented at pharmacological chaperones’ rational design, also with the treatment of rare diseases in mind.
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- 2023
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33. Three-dimensional computation of atom depth in complex molecular structures.
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Daniele Varrazzo, Andrea Bernini, Ottavia Spiga, Arianna Ciutti, Stefano Chiellini, Vincenzo Venditti, Luisa Bracci, and Neri Niccolai
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- 2005
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34. Myofascial points treatment with focused extracorporeal shock wave therapy (f-ESWT) for plantar fasciitis: an open label randomized clinical trial
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Federico Giordani, Stefano Masiero, Carla Stecco, Anna C. Frigo, Pietro Ruggieri, Lucrezia Tognolo, Andrea Bernini, and Carlo Biz
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Extracorporeal Shockwave Therapy ,medicine.medical_specialty ,Heel ,Population ,Plantar fasciitis ,Pain ,Physical Therapy, Sports Therapy and Rehabilitation ,Extracorporeal ,Article ,law.invention ,rehabilitation ,Randomized controlled trial ,law ,medicine ,Outpatient clinic ,Humans ,education ,fascia ,Pain Measurement ,Plantar fasciitis, fascia, ESWT, rehabilitation, myofascial trigger points, fascial manipulation ,education.field_of_study ,business.industry ,Standard treatment ,ESWT ,medicine.anatomical_structure ,myofascial trigger points ,Treatment Outcome ,Fasciitis, Plantar ,fascial manipulation ,Physical therapy ,medicine.symptom ,Ankle ,business - Abstract
BACKGROUND: Plantar fasciitis (PF) is a common cause of heel pain. Among the several conservative treatment options, extracorporeal shock wave therapy (ESWT) is considered the standard treatment. However, recent studies suggest that PF may be sustained by a myofascial impairment proximal to the pain area with a biomechanical disequilibrium of the entire limb and pelvis. AIM: By combining the concepts of fascial manipulation and ESWT, the purpose of this study was to evaluate the effectiveness of the ESWT on myofascial points in a sample of subjects with PF. DESIGN: Open label randomized controlled clinical trial. SETTING: Outpatient clinic. POPULATION: Patients with PF were randomly assigned to an experimental treatment group (EG), treated with focused ESWT on myofascial points, and a control group (CG), treated with the focused ESWT traditional approach on the medial calcaneal tubercle. METHODS: Every patient underwent a 3-session program and follow-up after 1 and 4 months. Outcome measures included the Foot and Ankle Outcome Score (FAOS) and the Italian Foot Functional Index (17-iFFI). RESULTS: Thirty patients were enrolled in the study. Four patients of the CG dropped out the study, therefore twenty-six patients were included in the final analysis. Improvement in 17-iFFI and FAOS scores was observed in both groups starting from the third treatment and confirmed at the 1-month and 4-month follow-ups, with earlier improvement in the score values observed in the EG. CONCLUSIONS: Treatment of the myofascial points with ESWT in subjects suffering from plantar fasciitis could be an effective treatment option. It fosters the hypothesis that a global biomechanical re-equilibrium of the body would be necessary to completely solve the pathology. CLINICAL REHABILITATION IMPACT: ESWT on myofascial points could provide an interesting alternative with better outcomes in terms of time needed for recovery compared to traditional ESWT for the conservative management of PF.
- Published
- 2021
35. An improved NMR approach for metabolomics of intact serum samples
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Daniela Grasso, Serena Pillozzi, Ilaria Tazza, Matteo Bertelli, Domenico Andrea Campanacci, Ilaria Palchetti, and Andrea Bernini
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Serum ,Magnetic Resonance Spectroscopy ,Metabolome ,Biophysics ,Metabolomics ,Reproducibility of Results ,Cell Biology ,Molecular Biology ,Biochemistry - Abstract
NMR metabolomics has inherent capabilities for studying biofluids, such as reproducibility, minimal sample preparation, non-destructiveness, and molecular structure elucidation; however, reliable quantitation of metabolites is still a challenge because of the complex matrix of the samples. The serum is one of the most common samples in clinical studies but possibly the most difficult for NMR analysis because of the high content of proteins, which hampers the detection and quantification of metabolites. Different processes for protein removal, such as ultrafiltration and precipitation, have been proposed, but require sample manipulation, increase time and cost, and possibly lead to loss of information in the metabolic profile. Alternative methods that rely on filtering protein signals by NMR pulse sequencing are commonly used, but standardisation of acquisition parameters and spectra calibration is far from being reached. The present technical note is a critical assessment of the sparsely suggested calibrants, pulse sequences and acquisition parameters toward an optimised combination of the three for accurate and reproducible quantification of metabolites in intact serum.
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- 2022
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36. Homogentisate 1,2-dioxygenase (HGD) gene variants, their analysis and genotype–phenotype correlations in the largest cohort of patients with AKU
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Lakshminarayan R. Ranganath, Silvia Galderisi, Vittoria Cicaloni, Ottavia Spiga, Martina Sekelska, Ivana Borovska, Birgitta Olsson, Andrea Zatkova, Annalisa Santucci, Andrea Bernini, Monica Tiezzi, Andrea Soltysova, David B. Ascher, Jana Kralovicova, and Douglas E. V. Pires
- Subjects
Male ,Genetics ,Genetics (clinical) ,Genotype ,Nitisinone ,Ligase Chain Reaction ,Biology ,Alkaptonuria ,Article ,Cohort Studies ,03 medical and health sciences ,chemistry.chemical_compound ,medicine ,Humans ,Missense mutation ,Multiplex ligation-dependent probe amplification ,Homogentisic acid ,Homogentisate 1,2-dioxygenase ,Homogentisate 1,2-Dioxygenase ,0303 health sciences ,030305 genetics & heredity ,Genetic Variation ,medicine.disease ,Exon skipping ,chemistry ,Female ,medicine.drug - Abstract
Alkaptonuria (AKU) is a rare metabolic disorder caused by a deficient enzyme in the tyrosine degradation pathway, homogentisate 1,2-dioxygenase (HGD). In 172 AKU patients from 39 countries, we identified 28 novel variants of the HGD gene, which include three larger genomic deletions within this gene discovered via self-designed multiplex ligation-dependent probe amplification (MLPA) probes. In addition, using a reporter minigene assay, we provide evidence that three of eight tested variants potentially affecting splicing cause exon skipping or cryptic splice-site activation. Extensive bioinformatics analysis of novel missense variants, and of the entire HGD monomer, confirmed mCSM as an effective computational tool for evaluating possible enzyme inactivation mechanisms. For the first time for AKU, a genotype–phenotype correlation study was performed for the three most frequent HGD variants identified in the Suitability Of Nitisinone in Alkaptonuria 2 (SONIA2) study. We found a small but statistically significant difference in urinary homogentisic acid (HGA) excretion, corrected for dietary protein intake, between variants leading to 1% or >30% residual HGD activity. There was, interestingly, no difference in serum levels or absolute urinary excretion of HGA, or clinical symptoms, indicating that protein intake is more important than differences in HGD variants for the amounts of HGA that accumulate in the body of AKU patients.
- Published
- 2019
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37. A molecular spectroscopy approach for the investigation of early phase ochronotic pigment development in Alkaptonuria
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Fabrizio Manetti, Andrea Bernini, Elena Petricci, Maria Camilla Baratto, Andrea Atrei, and Annalisa Santucci
- Subjects
Male ,Magnetic Resonance Spectroscopy ,Alkaptonuria, molecular spectroscopy, ochronotic pigment, homogentisic acid HGA, 1,4-benzoquinone acetic acid BQA, radical species ,Acetates ,Alkaptonuria ,Biochemistry ,chemistry.chemical_compound ,ochronotic pigment ,Benzoquinones ,Homogentisic Acid ,chemistry.chemical_classification ,Multidisciplinary ,Hydroquinone ,Middle Aged ,molecular spectroscopy ,visual_art ,visual_art.visual_art_medium ,Medicine ,Female ,Early phase ,Oxidation-Reduction ,Adult ,radical species ,4-benzoquinone acetic acid BQA ,Science ,Urinalysis ,Article ,Acetic acid ,Pigment ,homogentisic acid HGA ,medicine ,Humans ,Homogentisic acid ,Homogentisate 1,2-dioxygenase ,Aged ,Homogentisate 1,2-Dioxygenase ,Electron Spin Resonance Spectroscopy ,medicine.disease ,Dynamic Light Scattering ,Enzyme ,chemistry ,Case-Control Studies ,Mutation ,Spectrophotometry, Ultraviolet ,Ochronosis ,Chemical modification - Abstract
Alkaptonuria (AKU), a rare genetic disorder, is characterized by the accumulation of homogentisic acid (HGA) in organs due to a deficiency in functional levels of the enzyme homogentisate 1,2-dioxygenase (HGD), required for the breakdown of HGA, because of mutations in the HGD gene. Over time, HGA accumulation causes the formation of the ochronotic pigment, a dark deposit that leads to tissue degeneration and organ malfunction. Such behaviour can be observed also in vitro for HGA solutions or HGA-containing biofluids (e.g. urine from AKU patients) upon alkalinisation, although a comparison at the molecular level between the laboratory and the physiological conditions is lacking. Indeed, independently from the conditions, such process is usually explained with the formation of 1,4-benzoquinone acetic acid (BQA) as the product of HGA chemical oxidation, mostly based on structural similarity between HGA and hydroquinone that is known to be oxidized to the corresponding para-benzoquinone. To test such correlation, a comprehensive, comparative investigation on HGA and BQA chemical behaviours was carried out by a combined approach of spectroscopic techniques (UV spectrometry, Nuclear Magnetic Resonance, Electron Paramagnetic Resonance, Dynamic Light Scattering) under acid/base titration both in solution and in biofluids. New insights on the process leading from HGA to ochronotic pigment have been obtained, spotting out the central role of radical species as intermediates not reported so far. Such evidence opens the way for molecular investigation of HGA fate in cells and tissue aiming to find new targets for Alkaptonuria therapy.
- Published
- 2021
38. Soft tissue sarcoma: An insight on biomarkers at molecular, metabolic and cellular level
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Ilaria Palchetti, D. A. Campanacci, Guido Scoccianti, Olivia Crociani, Serena Pillozzi, Lorenzo Antonuzzo, and Andrea Bernini
- Subjects
0301 basic medicine ,Cancer Research ,Adjuvant chemotherapy ,Metabolite ,Review ,Cellular level ,Bioinformatics ,03 medical and health sciences ,Immune checkpoints ,LncRNA ,Oncogene ,Prognostic/predictive biomarker ,Soft tissue sarcoma ,0302 clinical medicine ,Medicine ,RC254-282 ,Predictive biomarker ,Heterogeneous group ,business.industry ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Soft tissue ,medicine.disease ,030104 developmental biology ,Oncology ,030220 oncology & carcinogenesis ,Biomarker (medicine) ,Sarcoma ,business - Abstract
Simple Summary Soft tissue sarcoma is a rare mesenchymal malignancy. Despite the advancements in the fields of radiology, pathology and surgery, these tumors often recur locally and/or with metastatic disease. STS is considered to be a diagnostic challenge due to the large variety of histological subtypes with clinical and histopathological characteristics which are not always distinct. One of the important clinical problems is a lack of useful biomarkers. Therefore, the discovery of biomarkers that can be used to detect tumors or predict tumor response to chemotherapy or radiotherapy could help clinicians provide more effective clinical management. Abstract Soft tissue sarcomas (STSs) are a heterogeneous group of rare tumors. Although constituting only 1% of all human malignancies, STSs represent the second most common type of solid tumors in children and adolescents and comprise an important group of secondary malignancies. Over 100 histologic subtypes have been characterized to date (occurring predominantly in the trunk, extremity, and retroperitoneum), and many more are being discovered due to molecular profiling. STS mortality remains high, despite adjuvant chemotherapy. New prognostic stratification markers are needed to help identify patients at risk of recurrence and possibly apply more intensive or novel treatments. Recent scientific advancements have enabled a more precise molecular characterization of sarcoma subtypes and revealed novel therapeutic targets and prognostic/predictive biomarkers. This review aims at providing a comprehensive overview of the most relevant cellular, molecular and metabolic biomarkers for STS, and highlight advances in STS-related biomarker research.
- Published
- 2021
39. Labor Market Outcomes During Opposite Resource Shocks: The 2009 and 2012 Earthquakes in Italy
- Author
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Andrea Bernini
- Subjects
History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering - Published
- 2021
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- View/download PDF
40. Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease
- Author
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Andrea Bernini, Annalisa Santucci, Vittoria Cicaloni, Daniela Braconi, Francesco Pettini, Giovanna Maria Dimitri, and Ottavia Spiga
- Subjects
0301 basic medicine ,Male ,Genotype ,Computer science ,Data management ,rare disease ,Disease ,030105 genetics & heredity ,Machine learning ,computer.software_genre ,Alkaptonuria ,alkaptonuria ,machine learning ,patient stratification ,precision medicine ,Machine Learning ,03 medical and health sciences ,Rare Diseases ,Databases, Genetic ,medicine ,Humans ,Precision Medicine ,Molecular Biology ,Homogentisate 1,2-dioxygenase ,Homogentisate 1,2-Dioxygenase ,business.industry ,Patient Selection ,Precision medicine ,medicine.disease ,030104 developmental biology ,Mutation ,Phenotype genotype ,Female ,Artificial intelligence ,business ,Patient stratification ,computer ,Information Systems ,Rare disease - Abstract
Alkaptonuria (AKU, OMIM: 203500) is an autosomal recessive disorder caused by mutations in the Homogentisate 1,2-dioxygenase (HGD) gene. A lack of standardized data, information and methodologies to assess disease severity and progression represents a common complication in ultra-rare disorders like AKU. This is the reason why we developed a comprehensive tool, called ApreciseKUre, able to collect AKU patients deriving data, to analyse the complex network among genotypic and phenotypic information and to get new insight in such multi-systemic disease. By taking advantage of the dataset, containing the highest number of AKU patient ever considered, it is possible to apply more sophisticated computational methods (such as machine learning) to achieve a first AKU patient stratification based on phenotypic and genotypic data in a typical precision medicine perspective. Thanks to our sufficiently populated and organized dataset, it is possible, for the first time, to extensively explore the phenotype–genotype relationships unknown so far. This proof of principle study for rare diseases confirms the importance of a dedicated database, allowing data management and analysis and can be used to tailor treatments for every patient in a more effective way.
- Published
- 2020
41. Transient pockets as mediators of gas molecules routes inside proteins: The case study of dioxygen pathway in homogentisate 1,2-dioxygenase and its implication in Alkaptonuria development
- Author
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Silvia Galderisi, Chukwudi Onyekachi Amarabom, Ottavia Spiga, Annalisa Santucci, and Andrea Bernini
- Subjects
0301 basic medicine ,Models, Molecular ,Homogentisate 1 ,Protein Conformation ,In silico ,medicine.disease_cause ,Alkaptonuria ,Crystallography, X-Ray ,Biochemistry ,Dioxygenases ,Diffusion ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Structural Biology ,medicine ,Humans ,Homogentisic acid ,Homogentisate 1,2-dioxygenase ,chemistry.chemical_classification ,Mutation ,Homogentisate 1,2-Dioxygenase ,biology ,Organic Chemistry ,Active site ,Ligand (biochemistry) ,medicine.disease ,Computational Mathematics ,030104 developmental biology ,Enzyme ,chemistry ,030220 oncology & carcinogenesis ,biology.protein ,Implicit ligand sampling ,Thermodynamics ,Oxygen diffusion pathways ,Transient pockets ,2-dioxygenase - Abstract
Alkaptonuria (AKU) is an ultra-rare disease caused by mutations in homogentisate 1,2-dioxygenase (HGD) enzyme, characterized by the loss of enzymatic activity and the accumulation of its substrate, homogentisic acid (HGA) in different tissues, leading to ochronosis and organ degeneration. Although the pathological effects of HGD mutations are largely studied, less is known about the structure of the enzyme, in particular the pathways for dioxygen diffusion to the active site, required for the enzymatic reaction, are still uninvestigated. In the present project, the combination of two in silico techniques, Molecular Dynamics (MD) simulation and Implicit Ligand Sampling (ILS), was used to delineate gas diffusion routes in HGD enzyme. A route from the central opening of the hexameric structure of the enzyme to the back of the active site trough the protein moiety was identified as the path for dioxygen diffusion, also overlapping with a transient pocket, which then assumes an important role in dioxygen diffusion. Along the route the sequence location of the missense variant E401Q, responsible for AKU development, was also found, suggesting such mutation to be conducive of enzymatic activity loss by altering the flow dynamics of dioxygen. Our in silico approach allowed also to delineate the route of HGA substrate to the active site, until now only supposed.
- Published
- 2020
42. The patient's pathway for breast cancer in the COVID-19 era: An Italian single-center experience
- Author
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Federico Lo Torto, Marco Marcasciano, Daniele Fusario, Simone Miccoli, Andrea Bernini, Anna Lisa Pesce, Alessandro Neri, Donato Casella, and Dario Cassetti
- Subjects
breast cancer ,COVID-19 ,multi-disciplinary team ,patient's pathway ,breast neoplasms ,Coronavirus infections ,female ,humans ,pandemics ,patient care team ,pneumonia, viral ,SARS-CoV-2 ,Betacoronavirus ,Coronavirus disease 2019 (COVID-19) ,Short Communication ,Pneumonia, Viral ,Breast Neoplasms ,Single Center ,World health ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Health services ,0302 clinical medicine ,Breast cancer ,COVID‐19 ,Pandemic ,Internal Medicine ,pneumonia ,Medicine ,Humans ,Surgical treatment ,Pandemics ,Patient Care Team ,multi‐disciplinary team ,business.industry ,Workload ,medicine.disease ,Oncology ,030220 oncology & carcinogenesis ,Surgery ,Female ,Medical emergency ,business ,Coronavirus Infections ,viral - Abstract
COVID‐19 has been declared a pandemic by the World Health Organization. As of April 1, 2020, Italy was the country with the second highest number of cases in the world. The spread of COVID‐19 has required a rapid reorganization of health service delivery in face of the pandemic. Breast cancer units have reprioritized their workload to guarantee the health of oncologic patients at the highest risk and regular screening activities. However, at the end of the pandemic emergency, many benign and reconstructive cases will return to our attention and their surgical treatment will be necessary as soon as possible.
- Published
- 2020
43. Molecular definition of the interaction between a tumor-specific tetrabranched peptide and LRP6 receptor
- Author
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Luisa Lozzi, Silvia Scali, Jlenia Brunetti, Luisa Bracci, Chiara Falciani, and Andrea Bernini
- Subjects
0301 basic medicine ,Frizzled ,Clinical Biochemistry ,Spot synthesis ,Peptide ,Ligands ,Biochemistry ,03 medical and health sciences ,Tumor-specific tetrabranched peptide ,Extracellular ,Humans ,LRP6 receptor ,Tumor marker ,Receptor ,Wnt Signaling Pathway ,Neurotensin ,chemistry.chemical_classification ,Molecular interaction ,030102 biochemistry & molecular biology ,Chemistry ,Organic Chemistry ,Wnt signaling pathway ,LRP6 ,Surface Plasmon Resonance ,Cell biology ,030104 developmental biology ,Epitope mapping ,Low Density Lipoprotein Receptor-Related Protein-6 ,WNT3A - Abstract
The tumor-specific tetrabranched peptide NT4 binds membrane sulfate glycosaminoglycans and receptors belonging to the low density lipoprotein receptor-related protein (LRP) family, like LRP6, which are overexpressed in cancer. The binding occurs through a multimeric positively-charged motif of NT4 that interacts with negatively charged motives in both glycosaminoglycans and LRP receptors. LRP6 has an essential function in canonical Wnt signaling, acting together with receptors of the Frizzled family as coreceptor for Wnt ligands. The extracellular domain of LRP6 contains four YWTD β-propellers, which are fundamental for interactions with ligands, such as Wnt and Wnt inhibitors. To investigate the molecular interactions between the NT4 peptide and LRP6 receptor, we synthesized a library of epitope mapping peptides reproducing the YWTD β-propeller 3 and 4 of LRP6. The peptides that showed to bind NT4 represented the portion of LRP6 located on the top face of β-propeller 3 and contained negatively charged residues, including glutamic acid-708 which is known to be involved in Wnt3a interaction. The results pave the way for a possible development of peptide inhibitors of Wnt3a pathway to be used as drugs in oncology.
- Published
- 2020
44. AKUImg: A database of cartilage images of Alkaptonuria patients
- Author
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Lia Millucci, Silvia Galderisi, Giorgia Giacomini, Vittoria Cicaloni, Monica Bianchini, Annalisa Santucci, Maria Serena Milella, Alberto Rossi, Andrea Bernini, and Ottavia Spiga
- Subjects
0301 basic medicine ,Databases, Factual ,Computer science ,precision medicine ,rare disease ,Health Informatics ,Image processing ,computer.software_genre ,Alkaptonuria ,Set (abstract data type) ,03 medical and health sciences ,0302 clinical medicine ,Histogram ,medicine ,Humans ,Plug-in ,Ecosystem ,Alkaptonuria, rare disease, precision medicine, histopatological images ,Data collection ,Information retrieval ,Contextual image classification ,histopatological images ,Precision medicine ,medicine.disease ,Computer Science Applications ,030104 developmental biology ,Cartilage ,computer ,030217 neurology & neurosurgery - Abstract
ApreciseKUre is a multi-purpose digital platform facilitating data collection, integration and analysis for patients affected by Alkaptonuria (AKU), an ultra-rare autosomal recessive genetic disease. We present an ApreciseKUre plugin, called AKUImg, dedicated to the storage and analysis of AKU histopathological slides, in order to create a Precision Medicine Ecosystem (PME), where images can be shared among registered researchers and clinicians to extend the AKU knowledge network. AKUImg includes a new set of AKU images taken from cartilage tissues acquired by means of a microscopic technique. The repository, in accordance to ethical policies, is publicly available after a registration request, to give to scientists the opportunity to study, investigate and compare such precious resources. AKUImg is also integrated with a preliminary but accurate predictive system able to discriminate the presence/absence of AKU by comparing histopatological affected/control images. The algorithm is based on a standard image processing approach, namely histogram comparison, resulting to be particularly effective in performing image classification, and constitutes a useful guide for non-AKU researchers and clinicians.
- Published
- 2020
45. The Voice of Radio in the Battle for Equal Rights: Evidence from the U.S. South
- Author
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Andrea Bernini
- Subjects
Economics and Econometrics ,History ,Race (biology) ,Battle ,Polymers and Plastics ,media_common.quotation_subject ,Ethnic group ,Demographic economics ,Business and International Management ,Minority rights ,Industrial and Manufacturing Engineering ,media_common - Abstract
Although the 1960s race riots have gone down in history as Americaâs most violent and destructive ethnic civil disturbances, a single common factor able to explain their insurgence is yet to be found. Using a novel data set on the universe of radio stations airing black-appeal programming, the ei¬ect of media on riots is found to be sizable and statistically signii¬cant. A marginal increase in the signal reception from these stations is estimated to lead to a 7% and 15% rise in the mean levels of the likelihood and intensity of riots, respectively. Several mechanisms behind this result are considered, with the quantity, quality, and the length of exposure to radio programming all being decisive factors.
- Published
- 2020
- Full Text
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46. Fasce di lana in un papiro latino (P.Masada 723 riedito)
- Author
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Andrea Bernini
- Subjects
Archeology ,History ,Section (typography) ,Manus ,Medical practice ,Humanities - Abstract
P.Masada 723 is an important source on medical practice within the Roman army. A revision of the text shows the use of woollen bandages for the wounded, and gives us a better understanding of the section referring to the sick. A palaeographical reconsideration of the document proves it to be an example of duplex manus, the phenomenon by which different graphical levels correspond to different textual sections.
- Published
- 2018
- Full Text
- View/download PDF
47. Process calculi for biological processes
- Author
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Linda Brodo, Moreno Falaschi, Diana Hermith, Pierpaolo Degano, and Andrea Bernini
- Subjects
0301 basic medicine ,Theoretical computer science ,process calculi ,Computer science ,business.industry ,Systems biology ,Process calculus ,Complex system ,0102 computer and information sciences ,01 natural sciences ,Expressive power ,Computer Science Applications ,algorithmic systems biology ,03 medical and health sciences ,Formalism (philosophy of mathematics) ,030104 developmental biology ,Software ,010201 computation theory & mathematics ,Theory of computation ,biological processes ,business ,biological processes, process calculi, algorithmic systems biology - Abstract
Systems biology is a research area devoted to developing computational frameworks for modeling biological systems in a holistic fashion. Within this approach, the typical advantages of using computer systems and formal methodologies are applicable. Experiments can indeed be carried on in silico that turn out to be much quicker and less expensive than wet-lab experiments. This paper surveys a specific computational approach to systems biology, based on the so-called process calculi, a formalism for describing concurrent systems. After a gentle, intuitive introduction to both fields, we present the most successful process calculi designed and used for this purpose. We start from a basic process calculus that is then extended with increasingly expressive features to better reflect the biological aspects of interest. We then compare the expressive power of the resulting calculi, mentioning if they are supported by software tools. From this comparison we derive some suggestions on the most suitable frameworks for dealing with specific cases of interest, with the help of three relevant case studies.
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- 2018
- Full Text
- View/download PDF
48. A global approach for plantar fasciitis with extracorporeal shockwaves treatment
- Author
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Stefano Masiero, Federico Giordani, Hannes Müller-Ehrenberg, Carla Stecco, and Andrea Bernini
- Subjects
medicine.medical_specialty ,lcsh:Medicine ,Plantar fasciitis ,Thigh ,Extracorporeal ,lcsh:QM1-695 ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Extracorporeal shockwaves treatment (ESWT) ,Orthopedics and Sports Medicine ,myofascial impairment ,Molecular Biology ,fascia ,Pelvis ,business.industry ,lcsh:R ,plantar fasciitis ,lcsh:Human anatomy ,030229 sport sciences ,Cell Biology ,Surgery ,body regions ,medicine.anatomical_structure ,Original Article ,Plantar fascia ,Neurology (clinical) ,Calcaneus ,Ankle ,medicine.symptom ,business ,030217 neurology & neurosurgery - Abstract
Extracorporeal Shockwaves Treatment is considered an effective therapeutic option for plantar fasciitis, but the standard application in the medial insertion of the plantar fascia on the calcaneus has provided ambiguous evidences. In this case, a 63-year man with plantar fasciitis was treated in a 3-session program and Foot and Ankle Outcome Scale and Foot Functional Index questionnaires were chosen for the clinical outcome evaluation. The therapy was focused on the active trigger or myofascial points of the leg, thigh and pelvis in order to return the correct equilibrium of the myofascial system of the whole limb. The patient has already reported an improvement after the second session (FAOS: 76 vs 33, FFI: 85%) which was confirmed in the third one and in the 1-month follow up (FAOS: 79, FFI: 6%) Results suggest that plantar fasciitis may be due to proximal rigidity or tension of the fascia and a global approach using ESWT may have a similar or better outcome respect to the standard application.
- Published
- 2019
- Full Text
- View/download PDF
49. Unraveling Heparan Sulfate Proteoglycan Binding Motif for Cancer Cell Selectivity
- Author
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Alberto Passi, Elisabetta Mandarini, Lorenzo Depau, Jlenia Brunetti, Alessandro Pini, Giulia Riolo, Chiara Falciani, Andrea Bernini, Luisa Bracci, and Evgenia Karousou
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0301 basic medicine ,Cancer Research ,Peptide ,sulfatase ,lcsh:RC254-282 ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Sulfation ,heparan sulfate proteoglycans ,oligosaccharide ,Binding site ,Binding selectivity ,Original Research ,chemistry.chemical_classification ,Chemistry ,Cell growth ,tumor targeting ,Sulfatase ,peptide ,Heparan sulfate ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,carbohydrates (lipids) ,030104 developmental biology ,Biochemistry ,Oncology ,030220 oncology & carcinogenesis ,Heparan sulfate proteoglycan binding - Abstract
Membrane heparan sulfate proteoglycans (HSPG) regulate cell proliferation, migration, and differentiation and are therefore considered key players in cancer cell development processes. Here, we used the NT4 peptide to investigate how the sulfation pattern of HSPG on cells drives binding specificity. NT4 is a branched peptide that binds the glycosaminoglycan (GAG) chains of HSPG. It has already been shown to inhibit growth factor-induced migration and invasiveness of cancer cells, implying antagonist binding of HSPG. The binding affinity of NT4 with recombinant HSPG showed that NT4 bound glypican-3 and -4 and, with lower affinity, syndecan-4. NT4 binding to the cancer cell membrane was inversely correlated with sulfatase expression. NT4 binding was higher in cell lines with lower expression of SULF-1 and SULF-2, which confirms the determinant role of sulfate groups for recognition by NT4. Using 8-mer and 9-mer heparan sulfate (HS) oligosaccharides with analog disaccharide composition and different sulfation sites, a possible recognition motif was identified that includes repeated 6-O-sulfates alternating with N- and/or 2-O-sulfates. Molecular modeling provided a fully descriptive picture of binding architecture, showing that sulfate groups on opposite sides of the oligosaccharide can interact with positive residues on two peptide sequences of the branched structure, thus favoring multivalent binding and explaining the high affinity and selectivity of NT4 for highly sulfated GAGs. NT4 and possibly newly selected branched peptides will be essential probes for reconstructing and unraveling binding sites for cancer-involved ligands on GAGs and will pave the way for new cancer detection and treatment options.
- Published
- 2019
50. Peptides and small molecules blocking the CXCR4/CXCL12 axis overcome bone marrow-induced chemoresistance in acute leukemias
- Author
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Ottavia Spiga, Barbara Lelli, Giulia Petroni, Serena Pillozzi, Annarosa Arcangeli, Luisa Bracci, Andrea Bernini, and Neri Niccolai
- Subjects
0301 basic medicine ,Cancer Research ,Drug Resistance ,Bone marrow stromal cells ,C-X-C chemokine receptor type 4/stromal cell-derived factor 12 axis ,Chemoresistance ,Dynamic drug design ,Leukemia ,Potassium voltage-gated channel subfamily H member 2 channels ,Protein-protein interaction disruptors ,Bone Marrow ,Cell Hypoxia ,Cell Line, Tumor ,Cell Proliferation ,Cell Survival ,Chemokine CXCL12 ,Cytarabine ,Drug Resistance, Neoplasm ,Humans ,Molecular Dynamics Simulation ,Peptides ,Protein Binding ,Receptors, CXCR4 ,Signal Transduction ,Small Molecule Libraries ,Structure-Activity Relationship ,Oncology ,Chemokine receptor ,0302 clinical medicine ,Receptors ,Receptor ,Tumor ,Chemistry ,General Medicine ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Signal transduction ,medicine.drug ,Stromal cell ,Cell Line ,03 medical and health sciences ,medicine ,CXCR4 ,Mesenchymal stem cell ,medicine.disease ,030104 developmental biology ,Cancer research ,Neoplasm ,Bone marrow - Abstract
Notable advances in treatment have been made and increases in the cure rates of pediatric leukemia have been achieved. However, the majority of children with relapsed disease are not expected to survive, with chemotherapy resistance acting as the principal cause of treatment failure. Interaction between leukemic cells and the bone marrow microenvironment is the primary cause of relapse. It was identified that a multi‑protein membrane complex, formed by potassium voltage‑gated channel subfamily H member 2 (hERG1) channels, the β1 integrin subunit and the stromal cell‑derived factor 12 (CXCL12) receptor, C‑X‑C chemokine receptor type 4 (CXCR4), exerts a role in mesenchymal stromal cell (MSC)‑mediated chemoresistance in pediatric leukemias. hERG1 blockade was able to overcome chemoresistance in vitro and in vivo. As an alternative strategy to overcome chemoresistance, the present study evaluated the effects of novel tools targeting the CXCR4/CXCL12 axis. The analysis of CXCL12 structural dynamics was used for the selection of a peptide (4‑1‑17) and a small molecule (8673), which interact with a transient hot spot, identified by a dynamic drug design approach. The present findings indicated that peptide 4‑1‑17 and small molecule 8673 inhibited leukemia cell proliferation and induced a pro‑apoptotic effect, which was not reduced by the presence of MSCs. The combined treatment with 4‑1‑17 and 8673 had a stronger pro‑apoptotic effect, particularly on cells cultured on MSCs in normoxic and hypoxic conditions, and was able to overcome MSC‑induced resistance to cytarabine. Overall, the targeting of CXCL12 and the ensuing inhibition of the CXCR4/CXCL12 axis may be proposed as an alternative strategy to overcome chemoresistance in leukemia.
- Published
- 2019
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